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Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 11, 页码: 5248-5260
作者:  Lu, Yuwu;  Yuan, Chun;  Zhu, Wenwu;  Li, Xuelong
Adobe PDF(2165Kb)  |  收藏  |  浏览/下载：275/1  |  提交时间：2018/09/11
Nmf  Structurally Incoherent  Low-rank  Image Classification  
Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 106-120
作者:  Lu, Xiaoqiang;  Chen, Yaxiong;  Li, Xuelong
Adobe PDF(2781Kb)  |  收藏  |  浏览/下载：255/1  |  提交时间：2017/12/25
Image Retrieval  Supervised Hashing  Hierarchical Convolutional Features  Hierarchical Rnn  
Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 6, 页码: 3016-3027
作者:  Xu, Jinglin;  Han, Junwei;  Nie, Feiping;  Li, Xuelong;  Xu, Jinglin (xujinglinlove@gmail.com)
Adobe PDF(3000Kb)  |  收藏  |  浏览/下载：316/0  |  提交时间：2017/05/31
Multi-view Clustering  Discriminatively Embedded K-means  Low-dimensional Subspace  Iterative Re-weighted Least Squares  
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 51-64
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Y (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3800Kb)  |  收藏  |  浏览/下载：304/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection  
Latent Semantic Minimal Hashing for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 355-368
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
Adobe PDF(4306Kb)  |  收藏  |  浏览/下载：316/1  |  提交时间：2017/03/06
Hashing  Approximate Nearest Neighbor  Latent Semantic  Image Retrieval  
Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 11, 页码: 5331-5344
作者:  Han, Zhizhong;  Liu, Zhenbao;  Han, Junwei;  Vong, Chi-Man;  Bu, Shuhui;  Li, Xuelong;  Liu, Zhenbao (liuzhenbao@nwpu.edu.cn)
Adobe PDF(3347Kb)  |  收藏  |  浏览/下载：323/1  |  提交时间：2016/10/09
Circle Convolutional Restricted Boltzmann Machine  Deep Learning  Projection Distance Distribution  Geometry Processing  Fourier Transform Modulus  3d Shapes  
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:  Xu, Yong;  Fang, Xiaozhao;  Wu, Jian;  Li, Xuelong;  Zhang, David
Adobe PDF(4196Kb)  |  收藏  |  浏览/下载：203/1  |  提交时间：2016/11/03
Source Domain  Target Domain  Low-rank And Sparse Constraints  Knowledge Transfer  Subspace Learning  
A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5302-5314
作者:  Yang, SM;  Yi, Z;  He, XF;  Li, XL
Adobe PDF(16016Kb)  |  收藏  |  浏览/下载：116/1  |  提交时间：2015/11/20
Relevance Preserving Projection and Ranking for Web Image Search Reranking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4137-4147
作者:  Ji, Zhong;  Pang, Yanwei;  Li, Xuelong
Adobe PDF(2060Kb)  |  收藏  |  浏览/下载：200/4  |  提交时间：2015/09/14
Multimedia Information System  Multimedia Ranking  Feature Embedding  One-class Classification  Image Search Reranking  
Learning a Nonnegative Sparse Graph for Linear Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 9, 页码: 2760-2771
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Wong, Wai Keung
Adobe PDF(2659Kb)  |  收藏  |  浏览/下载：240/2  |  提交时间：2015/07/24
Graph Learning  Linear Regression  Label Propagation  Semi-supervised Classification